机器学习方法在CRISPR/Cas9系统中的应用

基于CRISPR/Cas9系统介导的第三代基因组定点编辑技术,已被广泛应用于基因编辑和基因表达调控等研究领域。如何提高该技术对基因组编辑的效率与特异性、最大限度降低脱靶风险一直是该领域的难点。近年来,机器学习为解决CRISPR/Cas9系统所面临的问题提供了新思路,基于机器学习的CRISPR/Cas9系统已逐渐成为研究热点。本文阐述了CRISPR/Cas9的作用机理,总结了现阶段该技术面临的基因组编辑效率低、存在潜在的脱靶效应、前间区序列邻近基序(PAM)限制识别序列等问题,最后对机器学习应用于优化设计高效向导RNA (sgRNA)序列、预测sgRNA的活性、脱靶效应评估、基因敲除、高通量功能基因筛选等领域的研究现状与发展前景进行了展望,以期为基因组编辑领域的研究提供参考。     

CRISPR/Cas9的应用及脱靶效应研究进展

CRISPR/Cas9基因编辑技术在生命科学领域掀起了一场全新的技术革命,该技术可以对基因组特定位点进行靶向编辑,包括缺失、插入、修复等。CRISPR/Cas9比锌指核酸酶 (ZFNs)和转录激活因子样效应物核酸酶(TALENs)技术更易于操作,而且更高效。CRISPR/Cas9系统中的向导RNA(Single guide RNA, sgRNA)是一段与目标DNA片段匹配的RNA序列,指导Cas9蛋白对基因组进行识别。研究发现,设计的sgRNA会与非靶点DNA序列错配,引入非预期的基因突变,即脱靶效应(Off-target effects)。脱靶效应严重制约了CRISPR/Cas9基因编辑技术的广泛应用。为了避免脱靶效应,研究者对影响脱靶效应的因素进行了系统研究并提出了许多降低脱靶效应的方法。文章总结了CRISPR/Cas9系统的应用及脱靶效应研究进展,以期为相关领域的工作提供参考。     

利用CRISPR/Cas9技术构建基因编辑大鼠模型

RNA介导的CRISPR/Cas9基因编辑系统由单链引导RNA(sgRNA)与核酸酶Cas9构成。在细胞内,sgRNA能够按照碱基互补配对的原则引导Cas9与靶点结合,由Cas9切割目标DNA,造成双链DNA断裂(double stranded break, DSB)。在随后的DNA修复过程中,细胞主要进行非同源末端连接(non-homologous end joining,NHEJ)或在有修复模板存在的情况下进行重组修复(homology directed repair, HDR)。如果将CRISPR/Cas9系统以及修复模板通过显微注射的方式导入大鼠的胚胎内,就能借助细胞的修复机制实现大鼠胚胎的基因编辑,由此构建各种基因修饰大鼠模型。本文详细介绍了利用CRISPR/Cas9基因编辑技术构建大鼠模型的具体操作步骤,以期为相关领域的科研人员提供一种大鼠基因修饰模型的构建方法。     

基于CRISPR/Cas9基因编辑技术的人类遗传疾病基因治疗相关研究进展

CRISPR/Cas9系统(常间回文重复序列丛集/常间回文重复序列丛集关联蛋白系统)为靶向基因编辑提供了强大的技术手段.利用序列特异性sgRNA的引导,CRISPR/Cas9系统能够精准地在目标DNA的确切位置导入双链切口.与已有的基因编辑手段相比,该系统具有更优异的简便性、特异性和有效性.目前,大量涉及体内外多物种的CRISPR/Cas9基因编辑研究已充分展示了该技术的巨大潜力,为基于该技术的疾病治疗研究和临床应用带来了希望.基于CRISPR/Cas9基因编辑技术所介导的非同源性末端连接和同源性DNA修复作用,近期多个研究工作已经成功应用该技术修复了包括点突变和基因组缺失等在内的遗传疾病相关基因组缺陷.本综述将总结近期有关利用CRISPR/Cas9基因编辑技术治疗人类遗传性疾病的相关临床前研究进展.     

CRISPR/Cas9技术在生物医学领域的非病毒及病毒载体

规律成簇的间隔短回文重复序列(CRISPR)及CRISPR相关蛋白9(CRISPR/Cas9)系统是一种新型基因组编辑技术,能够靶向干扰或修复基因组的特定基因.来自细菌或人工改造的CRISPR/Cas9系统已经由生物学家发现或构建,Cas9核酸酶及单链导向RNA(sgRNA)是CRISPR/Cas9系统的主要组成成分.该系统被广泛应用于疾病治疗新靶点的发掘,基因功能的鉴定,动物模型的建立以及基因治疗药物的开发.CRISPR/Cas9系统已经通过突变或修正疾病相关基因来部分缓解或彻底治愈某些病症.然而,如何有效递送CRISPR/Cas9至目标细胞及靶器官仍然是运用该技术所面临的挑战之一,这影响着该系统稳定和精准的基因编辑能力.本文主要综述Cas9mRNA,Cas9蛋白或编码Cas9基因及相应sgRNA载体的递送系统.递送Cas9蛋白的非病毒载体能够维持Cas9的靶向作用,减少脱靶效应;递送sgRNA和供体模板的病毒载体能够改进基因编辑及同源修复效率.安全,有效及可规模化生产的递送载体将会推进CRISPR/Cas9技术在人类基因治疗领域中的应用.     

CRISPR/Cas9技术在表观基因组中应用的探讨

成簇规律间隔短回文重复序列/成簇规律间隔短回文重复序列关联蛋白9(Clustered regularly interspaced short palindromic repeats/CRISPR-associated proteins,CRISPR/Cas9)技术是近5年来在生物基因改造中应用最广泛的新型编辑工具,具有成本低、效率高、多位点打靶以及脱靶效应可预测等优点,正在成为不同生物体中设计基因组的有力工具。表观遗传的不断发展对分子生物学的中心法则提出挑战,包括DNA中碱基和组蛋白的修饰、非编码RNA对基因组和染色质结构的调节中都起到至关重要的作用。对CRISPR/Cas9系统的改造可以对表观基因组进行修饰。对CRISPR/Cas9系统在表观基因组中进行修饰的应用进行概述,讨论了定向修饰基因组存在的问题,以期为CRISPR/Cas9系统在基因组编辑领域的应用提供参考。     

利用CRISPR/Cas9技术建立敲除JAK2基因K562细胞系

目的:利用CRISPR/Cas9技术对K562细胞系JAK2基因进行编辑,构建JAK2基因敲除的K562细胞系。方法:使用CRISPR在线设计工具,针对JAK2基因设计sgRNA,构建Cas9-sgRNA共表达质粒。使用第二代慢病毒包装系统包装慢病毒并感染K562细胞,提取细胞基因组DNA,Sanger测序和TA克隆检测基因编辑活性。无限稀释法将编辑阳性的细胞接种于96孔板并扩培得到单克隆细胞株,提取基因组DNA,Sanger测序和TA克隆分析敲除JAK2单克隆细胞的基因型。结果:成功构建靶向敲除JAK2基因的lentiCRISPRv2-sgRNA3-1质粒。优化方案得到低细胞毒性高转染效率的感染K562细胞慢病毒量。CRISPR/Cas9系统成功在JAK2基因sgRNA3-1识别位点发挥基因组编辑活性,获得纯合敲除JAK2基因细胞株K562-JAK2~(-/-)(两个等位分别发生移码突变,预期编码没有功能的JAK2蛋白)。结论:CRIAPR/Cas9系统通过慢病毒感染方式获得JAK2基因纯合敲除的K562细胞株,该细胞模型可用于研究在慢性髓系白血病中JAK2基因的作用,为构建K562敲除其他基因细胞系提供实验依据,为探究造血分化机制的研究奠定实验基础。     

CRISPR/Cas9系统在植物基因组编辑中技术改进与创新的研究进展

CRISPR/Cas9基因组编辑技术是一项对基因组进行精准修饰的技术, 可实现对靶标基因的碱基插入、缺失或DNA片段替换。随着人们对CRISPR/Cas9系统的了解逐渐加深, 其在科研、农业和医疗等领域的应用也越来越广泛。该文简要介绍了CRISPR/Cas9基因组编辑技术的发展以及工作原理, 总结了近几年对该技术进行优化与改进的研究进展, 包括基因组编辑效率的提升、基因组编辑范围的扩展、单碱基精准编辑以及多基因同时编辑、基因组编辑安全性的提升以及基因片段替换与基因靶向转录调控, 以期为深入开展这一领域的研究提供参考。     

利用CRISPR/Cas9和piggyBac实现果蝇基因组无缝编辑

CRISPR/Cas9 (clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein9)是第三代基因组编辑技术。在sgRNA引导下,Cas9核酸内切酶作用于特定基因组序列,产生DNA双链断裂(double-strandedbreaks,DSBs),利用同源定向修复(homology-directedrepair,HDR)可实现对靶基因的特异性基因敲除(knock-out)或敲入(knock-in)。传统的技术方案将CRISPR/Cas9技术与Cre/loxP或FLP/FRT系统联用,可实现高效的基因打靶,也易于移除打靶过程中引入的筛选标记。然而,筛选标记移除过程中会在基因组中残留34个碱基的标签序列。因此,对基因组进行精确编辑的同时不引入无关序列仍有一定难度。在人工诱导多能干细胞(induced pluripotent stem cells, iPSCs)的基因组编辑中,CRISPR/Cas9技术和piggyBac转座酶联用的两步法策略能够实现这一目标:首先运用CRISPR/Cas9技术,利用同源定向修复原理引入基因突变及筛选标记,然后利用piggyBac转座酶将筛选标记精确移除。借鉴该方法的技术原理,本研究对果蝇(Drosophila melanogaster)CG4894基因进行了无缝编辑(seamless genome editing),成功将该基因第18外显子上第21位的酪氨酸(tyrosine,Y)突变为半胱氨酸(cysteine,C),且测序结果显示基因组中除设计位点之外并无其他外源序列残留。CRISPR/Cas9技术和piggyBac转座酶联用策略为果蝇基因组的精确编辑提供了更多选择。     

CRISPR/Cas9系统在植物基因组编辑中技术改进与创新的研究进展

CRISPR/Cas9基因组编辑技术是一项对基因组进行精准修饰的技术,可实现对靶标基因的碱基插入、缺失或DNA片段替换。随着人们对CRISPR/Cas9系统的了解逐渐加深,其在科研、农业和医疗等领域的应用也越来越广泛。该文简要介绍了CRISPR/Cas9基因组编辑技术的发展以及工作原理,总结了近几年对该技术进行优化与改进的研究进展,包括基因组编辑效率的提升、基因组编辑范围的扩展、单碱基精准编辑以及多基因同时编辑、基因组编辑安全性的提升以及基因片段替换与基因靶向转录调控,以期为深入开展这一领域的研究提供参考。     

Recent advances in the study of Kaposi's sarcoma-associated herpesvirus replication and pathogenesis

It has now been over twenty years since a novel herpesviral genome was identified in Kaposi's sarcoma biopsies. Since then, the cumulative research effort by molecular biologists, virologists, clinicians, and epidemiologists alike has led to the extensive characterization of this tumor virus, Kaposi's sarcoma-associated herpesvirus(KSHV; also known as human herpesvirus 8(HHV-8)), and its associated diseases. Here we review the current knowledge of KSHV biology and pathogenesis, with a particular emphasis on new and exciting advances in the field of epigenetics. We also discuss the development and practicality of various cell culture and animal model systems to study KSHV replication and pathogenesis.     

A Unique Protease Cleavage Site Predicted in the Spike Protein of the Novel Pneumonia Coronavirus (2019-nCoV) Potentially Related to Viral Transmissibility

正Dear Editor,In December 2019, a novel human coronavirus caused an epidemic of severe pneumonia(Coronavirus Disease 2019,COVID-19) in Wuhan, Hubei, China(Wu et al. 2020; Zhu et al. 2020). So far, this virus has spread to all areas of China and even to other countries. The epidemic has caused 67,102 confirmed infections with 1526 fatal cases     

Curcuminoids as inhibitors of thioredoxin reductase: A receptor based pharmacophore study with distance mapping of the active site

Curcumin is the yellow pigment of turmeric that interacts irreversibly forming an adduct with thioredoxin reductase (TrxR), an enzyme responsible for redox control of cell and defence against oxidative stress. Docking at both the active sites of TrxR was performed to compare the potency of three naturally occurring curcuminoids, namely curcumin, demethoxy curcumin and bis-demethoxy curcumin. Results show that active sites of TrxR occur at the junction of E and F chains. Volume and area of both cavities is predicted. It has been concluded by distance mapping of the most active conformations that Se atom of catalytic residue SeCYS498, is at a distance of 3.56 from C13 of demethoxy curcumin at the E chain active site, whereas C13 carbon atom forms adduct with Se atom of SeCys 498. We report that at least one methoxy group in curcuminoids is necessary for interation with catalytic residues of thioredoxin. Pharmacophore of both active sites of the TrxR receptor for curcumin and demethoxy curcumin molecules has been drawn and proposed for design and synthesis of most probable potent antiproliferative synthetic drugs.     

The structure, reproduction and taxonomy of Vidalia and Osmundaria (Rhodophyta, Rhodomelaceae)

Comprises species occurring mostly in subtidal habitats in tropical, subtropical and warm-temperate areas of the world. An analysis of the type species, V. spiralis (Sonder) Lamouroux ex J. Agardh, a species from Australia, establishes basic characters for distinguishing species in the genus. These characters are (1) branching patterns of thalli, (2) flat blades that may be spiralled on their axis, (3) width of the blade, (4) primary or secondary derivation of sterile and fertile branchlets and (5) position of sterile and fertile branchlets on the thalli. Application of the latter two characters provides an important basic method for separation of species into three major groups. Osmundaria , a genus known only in southern Australia, was studied in relation to Vidalia , and its separation from the Vidalia assemblage is not accepted. Species of Vidalia therefore are transferred to the older genus name, Osmundaria. Two new species, Osmundaria papenfussii and Osmundaria oliveae are described from Natal. Confusion in the usage of the epithet, Vidalia fimbriala Brown ex Turner has been clarified, and Vidalia gregaria Falkenberg, described as an epiphyte on Osmundaria pro/ifera Lamouroux, is revealed to be young branches of the host, Osmundaria prolifera.     

New or rare chromosome counts in Artemisia L. (Asteraceae, Anthemideae) and related genera from Kazakhstan

Fifteen chromosome counts of six Artemisia taxa and one species of each of the genera Brachanthemum, Hippolytia, Kaschgaria, Lepidolopsis and Turaniphytum are reported from Kazakhstan. Three of them are new reports, two are not consistent with previous counts and the remainder are confirmations of very scarce (one to four) earlier records. All the populations studied have the same basic chromosome number, x = 9, with ploidy levels ranging from 2x to 6x. Some correlations between ploidy level, morphological characters and distribution are noted.